| Number of Variables | 4 |
|---|---|
| Number of Rows | 16000 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 1.7 MB |
| Average Row Size in Memory | 113.3 B |
| Variable Types |
|
| item_id is skewed | Skewed |
|---|---|
| rating is skewed | Skewed |
| name has a high cardinality: 3304 distinct values | High Cardinality |
| rating has 3058 (19.11%) zeros | Zeros |
numerical
| Approximate Distinct Count | 12344 |
|---|---|
| Approximate Unique (%) | 77.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 256000 |
| Mean | 36773.0579 |
| Minimum | 5 |
| Maximum | 73515 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 5 |
|---|---|
| 5-th Percentile | 4014.8 |
| Q1 | 19092.75 |
| Median | 37007 |
| Q3 | 54683 |
| 95-th Percentile | 69263.15 |
| Maximum | 73515 |
| Range | 73510 |
| IQR | 35590.25 |
| Mean | 36773.0579 |
|---|---|
| Standard Deviation | 20964.4722 |
| Variance | 4.3951e+08 |
| Sum | 5.8837e+08 |
| Skewness | -0.009872 |
| Kurtosis | -1.1957 |
| Coefficient of Variation | 0.5701 |
numerical
| Approximate Distinct Count | 3304 |
|---|---|
| Approximate Unique (%) | 20.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 256000 |
| Mean | 8863.7283 |
| Minimum | 1 |
| Maximum | 34240 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 121 |
| Q1 | 1292 |
| Median | 6156.5 |
| Q3 | 13939 |
| 95-th Percentile | 28223 |
| Maximum | 34240 |
| Range | 34239 |
| IQR | 12647 |
| Mean | 8863.7283 |
|---|---|
| Standard Deviation | 8835.4025 |
| Variance | 7.8064e+07 |
| Sum | 1.4182e+08 |
| Skewness | 1.0053 |
| Kurtosis | 0.03114 |
| Coefficient of Variation | 0.9968 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 256000 |
| Mean | 6.319 |
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 3058 |
| Zeros (%) | 19.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 9 |
| 95-th Percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| IQR | 4 |
| Mean | 6.319 |
|---|---|
| Standard Deviation | 3.3807 |
| Variance | 11.4295 |
| Sum | 101104 |
| Skewness | -1.0103 |
| Kurtosis | -0.3883 |
| Coefficient of Variation | 0.535 |
categorical
| Approximate Distinct Count | 3304 |
|---|---|
| Approximate Unique (%) | 20.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1443872 |
| Mean | 22.8207 |
|---|---|
| Standard Deviation | 13.9499 |
| Median | 19 |
| Minimum | 1 |
| Maximum | 98 |
| 1st row | Naruto |
|---|---|
| 2nd row | Naruto |
| 3rd row | Naruto |
| 4th row | Naruto |
| 5th row | Naruto |
| Count | 306776 |
|---|---|
| Lowercase Letter | 255403 |
| Space Separator | 43187 |
| Uppercase Letter | 51373 |
| Dash Punctuation | 1801 |
| Decimal Number | 3072 |